Zihan Liu
@zihan-liu.bsky.social
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Computational Neuroscience Incoming PhD student @UTokyo | Research Assistant @RIKEN CBS
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New preprint on bioRxiv🚀
www.biorxiv.org/content/10.6...
We propose a biologically plausible mechanism that reduces catastrophic forgetting in RNNs, where orthogonal task manifolds emerge from predictive learning. Together with Dr. Toshitake Asabuki
@asabukilab.bsky.social
at RIKEN CBS
2 months ago
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New preprint on bioRxiv🚀
www.biorxiv.org/content/10.6...
We propose a biologically plausible mechanism that reduces catastrophic forgetting in RNNs, where orthogonal task manifolds emerge from predictive learning. Together with Dr. Toshitake Asabuki
@asabukilab.bsky.social
at RIKEN CBS
2 months ago
0
3
0
reposted by
Zihan Liu
bioRxiv Neuroscience
2 months ago
Learning sculpts orthogonal task manifolds for continual skill learning in recurrent networks
https://www.biorxiv.org/content/10.64898/2026.02.15.705283v1
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reposted by
Zihan Liu
Asabuki Lab
2 months ago
How can RNNs learn continuously without forgetting? 🧠 Our new preprint shows how a predictive learning rule organizes recurrent dynamics into orthogonal manifolds, reducing task interference. Congrats Zihan
@zihan-liu.bsky.social
!
www.biorxiv.org/content/10.6...
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